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Published on: October 29, 2016
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Interplay between epidemic spread and information propagation on metapopulation networks
Bing Wang1, Yuexing Han1, Gouhei Tanaka2
1School of Computer Engineering and Science, Shanghai University, No. 99 Shangda Road, Baoshan District, Shanghai 200-444, P. R. China.
Journal of Theoretical Biology
|March 6, 2017
Summary
Information spread significantly impacts infectious disease dynamics. Integrating mobility patterns and information efficiency into metapopulation models alters epidemic thresholds and aids outbreak mitigation strategies.
Area of Science:
- Epidemiology
- Mathematical Modeling
- Public Health
Background:
- Infectious disease spread is influenced by information propagation.
- Previous models often assume static populations, neglecting mobility.
- Recent observations highlight diverse human mobility patterns.
Purpose of the Study:
- To incorporate information propagation into a metapopulation model considering mobility.
- To investigate how mobility patterns and information efficiency affect epidemic spread.
- To identify strategies for mitigating infectious disease outbreaks.
Main Methods:
- Developed a metapopulation model integrating information propagation and contagion.
- Incorporated diverse mobility patterns into the model.
- Analyzed the impact of information efficiency on epidemic thresholds.
Main Results:
- Mobility patterns and information efficiency critically influence epidemic spread.
- Altered epidemic thresholds were observed due to integrated factors.
- Specific scenarios demonstrated outbreak mitigation potential.
Conclusions:
- Integrating information propagation with mobility patterns refines epidemiological models.
- This approach offers insights for public health interventions against epidemics.
- Optimizing information dissemination and mobility strategies can suppress outbreaks.
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